conftrace_

bandit algorithm

108 papers

Explore in graph

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) stochastic optimization (1060) contextual bandit (381) bayesian optimization (624) sample complexity (1169) dueling bandit (57) regret minimization (315) best arm identification (85)

Papers

AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models AAAI 2026
Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026
Multi-Armed Bandits Meet Large Language Models AAAI 2026
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
Bandit Based Attention Mechanism in Vision Transformers WACV 2025
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025
A Survey on Bandit Learning in Matching Markets IJCAI 2025
Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms NIPS 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms IJCAI 2024
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NIPS 2024
On Weak Regret Analysis for Dueling Bandits NIPS 2024
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates NIPS 2024
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits COLT 2024
Enhancing Preference-based Linear Bandits via Human Response Time NIPS 2024
Dissimilarity Bandits AISTATS 2024
Optimal Multi-Fidelity Best-Arm Identification NIPS 2024
Last Switch Dependent Bandits with Monotone Payoff Functions ICML 2023
Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms NIPS 2023
Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023
Reward Imputation with Sketching for Contextual Batched Bandits NIPS 2023
Improving the Knowledge Gradient Algorithm NIPS 2023
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits ACML 2023
Bandit Submodular Maximization for Multi-Robot Coordination in Unpredictable and Partially Observable Environments RSS 2023